Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning-Reference-Cited by-同舟云学术

Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning

Published:2024-06 Issue: Volume:221 Page:108943
ISSN:0168-1699
Container-title:Computers and Electronics in Agriculture
language:en
Short-container-title:Computers and Electronics in Agriculture

Author:

Zhu Shidan,Cui Ningbo,Guo Li,Jin Huaan,Jin Xiuliang,Jiang Shouzheng,Wu Zongjun,Lv Min,Chen Fei,Liu Quanshan,Wang Mingjun

Publisher

Elsevier BV

Reference48 articles.

1. Optimization of soil background removal to improve the prediction of wheat traits with UAV imagery;Almeida-Ñauñay;Comput. Electron. Agric.,2023

2. Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning;Babaeian;Remote Sens. Environ.,2021

3. Optimal window size selection for spectral information extraction of sampling points from UAV multispectral images for soil moisture content inversion;Bai;Comput. Electron. Agric.,2021

4. Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis;Belgiu;Remote Sens. Environ.,2018

5. Random forest in remote sensing: A review of applications and future directions;Belgiu;ISPRS J. Photogramm. Remote Sens.,2016

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Estimation of Soil Moisture during Different Growth Stages of Summer Maize under Various Water Conditions Using UAV Multispectral Data and Machine Learning;Agronomy;2024-09-03

2. Estimation of soil moisture in drip-irrigated citrus orchards using multi-modal UAV remote sensing;Agricultural Water Management;2024-09

3. Monitoring Soybean Soil Moisture Content Based on UAV Multispectral and Thermal-Infrared Remote-Sensing Information Fusion;Plants;2024-08-29